A trader who codes.

I traded FX with real money on the line before I ever wrote a backtest. That's the whole reason my models are built around the things that actually kill strategies — regime shifts, hidden correlation, and costs — rather than around the things that look good in a chart.

Today I work at Summr Capital Management as a Sales & Trading Analyst, building systematic strategies and risk models in Python alongside the desk. Everything in these folders is the work behind that: the research, the strategy, the pipelines, the valuations.